Multiple Imputation: How to Check the Regression Assumptions

Which data to use to check the regression assumptions when you use mulitple imputation for missing data.

Arndt Regorz, Dipl. Kfm. & M.Sc. Psychologie, 22/03/2022

Running a regression analysis with missing data in most cases you should use mulitple imputation to deal with the missing values. But that leads to the question with which data you should test your regression assumptions. This tutorial provides an answer to that question.

Video tutorial

Text Version

Here you can find a text version of this tutorial:

Regorz, A. (2022). Checking regression assumptions when using multiple imputation for missing data (Issues in Applied Statistics 1/22). Regorz Statistik. https://www.regorz-statistik.de/en/regression_assumptions_multiple_imputation.pdf